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Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices

Oct 30, 2020
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng

* Published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 

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Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification

Sep 09, 2020
Lei Liu, Wentao Lei, Yongfang Luo, Cheng Feng, Xiang Wan, Li Liu


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Challenge-Aware RGBT Tracking

Jul 26, 2020
Chenglong Li, Lei Liu, Andong Lu, Qing Ji, Jin Tang

* Accepted by ECCV 2020 

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W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network

Jun 11, 2020
Hongwei Zhao, Chengtao Peng, Lei Liu, Bin Li


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Person Re-Identification via Active Hard Sample Mining

Apr 14, 2020
Xin Xu, Lei Liu, Weifeng Liu, Meng Wang, Ruimin Hu


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Identification of splicing edges in tampered image based on Dichromatic Reflection Model

Apr 09, 2020
Zhe Shen, Peng Sun, Yubo Lang, Lei Liu, Silong Peng


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LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units

Mar 20, 2020
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng

* Accepted by ICASSP 2020 

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LANCE: efficient low-precision quantized Winograd convolution for neural networks based on graphics processing units

Mar 19, 2020
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng

* Accepted by ICASSP 2020 

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PDANet: Pyramid Density-aware Attention Net for Accurate Crowd Counting

Feb 25, 2020
Saeed Amirgholipour, Xiangjian He, Wenjing Jia, Dadong Wang, Lei Liu


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QoS-Aware Machine Learning-based Multiple Resources Scheduling for Microservices in Cloud Environment

Dec 02, 2019
Lei Liu


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Hyperspectral Image Classification Based on Adaptive Sparse Deep Network

Oct 21, 2019
Jingwen Yan, Zixin Xie, Jingyao Chen, Yinan Liu, Lei Liu


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DENet: A Universal Network for Counting Crowd with Varying Densities and Scales

Apr 17, 2019
Lei Liu, Jie Jiang, Wenjing Jia, Saeed Amirgholipour, Michelle Zeibots, Xiangjian He


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Background subtraction on depth videos with convolutional neural networks

Jan 17, 2019
Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng


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Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge

Dec 16, 2018
Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng

* Published at ICANN 2018 

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TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks

Aug 22, 2018
Xinyue Liu, Xiangnan Kong, Lei Liu, Kuorong Chiang

* IEEE International Conference on Data Mining (ICDM'18) 

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Learning a Rotation Invariant Detector with Rotatable Bounding Box

Nov 26, 2017
Lei Liu, Zongxu Pan, Bin Lei


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Random Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials

Sep 14, 2017
Xiaogang Su, Annette T. Peña, Lei Liu, Richard A. Levine

* Statistics in Medicine, 37(17): 2547-2560, 2018 
* 32 pages, 6 figures 

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